PyTorch Intro Tutorial ๐Ÿ”ฅ Code and Train a basic Neural Network (with free GPU!)

Enric Domingo - AI Engineering ยท Beginner ยท๐Ÿ“ ML Fundamentals ยท1y ago
Learn the PyTorch TOP 10 Basic Concepts and Build a Neural Network from scratch! Kaggle Notebook: https://www.kaggle.com/code/edomingo/intro-to-pytorch-in-10-code-cells Blog: https://medium.com/@enricdomingo/intro-to-pytorch-create-and-train-a-basic-neural-network-with-free-gpu-cd9cfc673cbd This programming tutorial video is a quick introduction to PyTorch! A Deep Learning framework, released by Facebook (Meta) 7 years ago, that is currently behind all OpenAI's models (GTP-3, GPT-4, Dalle, etc.), Tesla's Autopilot, Stable Diffusion, and many other popular (and not so popular but industry wiโ€ฆ
Watch on YouTube โ†— (saves to browser)

Chapters (11)

Intro
2:10 Install and Import torch (PyTorch)
3:40 Tensor Operations
5:01 Automatic Differentiation
7:03 Datasets and Dataloaders
14:03 Neural Networks
18:30 Loss Function and Optimizer
19:42 Training Loop
21:47 GPU Support
25:25 Saving, Loading, and using Models
27:32 Conclusion
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